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  • Books  (3)
  • Beijing : O'Reilly  (1)
  • Freexian SARL  (1)
  • London : Ubiquity Press  (1)
  • 2010-2014  (3)
  • Computer Science  (3)
  • 1
    Keywords: data science
    Description / Table of Contents: Chapter 1 Introduction --- Overview --- Data Science Is OSEMN --- Intermezzo Chapters --- What Is the Command Line? --- Why Data Science at the Command Line? --- A Real-World Use Case --- Further Reading --- Chapter 2 Getting Started --- Overview --- Setting Up Your Data Science Toolbox --- Essential Concepts and Tools --- Further Reading --- Chapter 3 Obtaining Data --- Overview --- Copying Local Files to the Data Science Toolbox --- Decompressing Files --- Converting Microsoft Excel Spreadsheets --- Querying Relational Databases --- Downloading from the Internet --- Calling Web APIs --- Further Reading --- Chapter 4 Creating Reusable Command-Line Tools --- Overview --- Converting One-Liners into Shell Scripts --- Creating Command-Line Tools with Python and R --- Further Reading --- Chapter 5 Scrubbing Data --- Overview --- Common Scrub Operations for Plain Text --- Working with CSV --- Working with HTML/XML and JSON --- Common Scrub Operations for CSV --- Further Reading --- Chapter 6 Managing Your Data Workflow --- Overview --- Introducing Drake --- Installing Drake --- Obtain Top Ebooks from Project Gutenberg --- Every Workflow Starts with a Single Step --- Well, That Depends --- Rebuilding Specific Targets --- Discussion --- Further Reading --- Chapter 7 Exploring Data --- Overview --- Inspecting Data and Its Properties --- Computing Descriptive Statistics --- Creating Visualizations --- Further Reading --- Chapter 8 Parallel Pipelines --- Overview --- Serial Processing --- Parallel Processing --- Distributed Processing --- Discussion --- Further Reading --- Chapter 9 Modeling Data --- Overview --- More Wine, Please! --- Dimensionality Reduction with Tapkee --- Clustering with Weka --- Regression with SciKit-Learn Laboratory --- Classification with BigML --- Further Reading --- Chapter 10 Conclusion --- Let’s Recap --- Three Pieces of Advice --- Where to Go from Here? --- Getting in Touch
    Pages: Online-Ressource (XVII, 191 pages) , illustrations, diagrams
    ISBN: 9781491947852
    Language: English
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  • 2
    Unknown
    London : Ubiquity Press
    Keywords: Open Data ; Open Science ; Open Access ; Text Mining ; Data Mining
    Description / Table of Contents: In 2010 the Panton Principles for Open Data in Science were published. These principles were founded upon the idea that "Science is based on building on, reusing and openly criticising the published body of scientific knowledge" (http://pantonprinciples.org) and they provide a succinct list of the fundamentals to observe when making your data open. Intended for a broad audience of academics, publishers and librarians, Issues in Research Data explores the implications of the Panton Principles through a number of perspectives on open research data in the sciences and beyond. The book features chapters by open data experts in a range of academic disciplines, covering practical information on licensing, ethics, and advice for data curators, alongside more theoretical issues surrounding the adoption of open data. As the book is open access, each chapter can stand alone from the main volume so that communities can host, distribute, build upon and remix the content that is relevant to them. Readers can access the online version via the QR code or DOI link at the front of the book.
    Pages: Online-Ressource (VI, 164 Seiten)
    ISBN: 9781909188327
    Language: English
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  • 3
    Unknown
    Freexian SARL
    Keywords: Debian ; Ubuntu ; Debian GNU/Linux ; Linux ; Administrator
    Description / Table of Contents: Accessible to all, this book teaches the essentials to anyone who wants to become an effective and independent Debian GNU/Linux administrator. It covers all the topics that a competent Linux administrator should master, from the installation and the update of the system, up to the creation of packages and the compilation of the kernel, but also monitoring, backup and migration, without forgetting advanced topics like SELinux setup to secure services, automated installations, or virtualization with Xen, KVM or LXC.
    Pages: Online-Ressource (XXIV, 468 Seiten)
    ISBN: 9791091414012
    Language: English
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